Siddharth Agarwal

Data Scientist

India 1+ yrs exp 83 · Excellent

About

I am a results-driven data scientist skilled in extracting insights from diverse datasets. I leverage strong analytical abilities to solve complex business challenges and deliver actionable solutions. My expertise includes identifying patterns, trends, and correlations to enable data-driven decisions and strategic growth. I excel in communicating and collaborating effectively with researchers and clients to achieve impactful outcomes.

Skills & Expertise (26)

Python Advanced

8.1/10

Years Exp

Machine Learning Advanced

8.0/10

Years Exp

Data Science Advanced

7.8/10

Years Exp

Deep Learning Intermediate

7.5/10

Years Exp

Data Analysis Advanced

7.0/10

Years Exp

Statistics Intermediate

7.0/10

Years Exp

RStudio Intermediate

6.5/10

Years Exp

Excel Intermediate

6.0/10

Years Exp

MySql Intermediate

5.5/10

Years Exp

Git Intermediate

5.0/10

Years Exp

C++ Intermediate

4.5/10

Years Exp

Data Structures and Algorithm Object Oriented Programming Financial Portfolio Management Risk Analysis GenAI Digital Electronics LSTM RNN CNN ANN Jupyter Notebook Bloomberg Power BI Verilog MATLAB

Work Experience

Research Associate

Indian Institute of Management Visakhapatnam (IIMV)

Jul 2025 - Dec 2025

Developed a credit risk estimation model using XGBoost ML model to predict loan defaults for Bank of India. Led an ongoing bank branch optimization project to identify high-growth and low-performance locations across India. Managed end-to-end project execution-from data analysis and feature engineering to ML model development, visualization, and client presentation.

Research Intern

ESCP Business School

Nov 2024 - Feb 2025

Analyzed the nexus between climate change and financial stability through transition and physical risk assessment. Classified greenhouse gas emissions (Scope 1, 2, and 3) to evaluate firms’ climate exposure and systemic vulnerability. Assessed climate-induced systemic risk using CRISK and empirical data from European and Chinese banking sectors.

Teaching Assistant

Indian Institute of Management Sirmaur (IIM Sirmaur)

Aug 2024 - Aug 2024

Assisted in teaching 'Legal Aspects of Business,' focusing on the Partnership Act and void agreements. Supported professors by addressing student queries and enhancing understanding of complex legal concepts.

Research Associate

Indian Institute of Management Visakhapatnam (IIMV)

Nov 2023 - Oct 2024

Analyzed systemic risk in the banking sector using Marginal Expected Shortfall (MES), Conditional Value at Risk (CoVaR), and Systemic Risk Index (SRISK) based on the empirical framework of Rivera-Escobar et al. (2022). Highlighting the complementary roles of MES, CoVaR, and SRISK in emerging market contexts.